Performance metrics, sampling schemes, and detection algorithms for wideband spectrum sensing

Z Sun, JN Laneman - IEEE Transactions on Signal Processing, 2014 - ieeexplore.ieee.org
In this paper, we study the problem of wideband spectrum sensing for cognitive radio
networks by partitioning it into four fundamental elements: system modeling, performance …

Volume-based method for spectrum sensing

L Huang, HC So, C Qian - Digital Signal Processing, 2014 - Elsevier
It is recently shown that algorithms derived from random matrix theory (RMT) can provide
superior performance for spectrum sensing, which corresponds to the task of detecting the …

A survey of wideband spectrum sensing algorithms for cognitive radio networks and sub-Nyquist approaches

BI Ahmad - arXiv preprint arXiv:2001.02574, 2020 - arxiv.org
Cognitive Radio (CR) networks presents a paradigm shift aiming to alleviate the spectrum
scarcity problem exasperated by the increasing demand on this limited resource. It promotes …

Non-uniform sampling and reconstruction of multi-band signals and its application in wideband spectrum sensing of cognitive radio

M Rashidi - arXiv preprint arXiv:1010.2158, 2010 - arxiv.org
Sampling theories lie at the heart of signal processing devices and communication systems.
To accommodate high operating rates while retaining low computational cost, efficient …

Compressive and noncompressive power spectral density estimation from periodic nonuniform samples

MA Lexa, ME Davies, JS Thompson - arXiv preprint arXiv:1110.2722, 2011 - arxiv.org
This paper presents a novel power spectral density estimation technique for band-limited,
wide-sense stationary signals from sub-Nyquist sampled data. The technique employs multi …

Spectral analysis of stratified sampling: a means to perform efficient multiband spectrum sensing

BI Ahmad, A Tarczynski - IEEE transactions on wireless …, 2011 - ieeexplore.ieee.org
This paper introduces a multiband spectrum sensing technique that utilizes nonuniform
stratified sampling. Capitalising on the ability of the sampling scheme to suppress aliasing …

A SARS method for reliable spectrum sensing in multiband communication systems

BI Ahmad, A Tarczynski - IEEE Transactions on Signal …, 2011 - ieeexplore.ieee.org
This paper introduces a novel method of spectrum sensing in communication systems that
utilizes nonuniform sampling in conjunction with a suitable spectral analysis tool. It is …

Method and apparatus for wideband spectrum sensing

JN Laneman, Z Sun - US Patent 10,039,008, 2018 - Google Patents
Examples of wideband spectrum sensing techniques for cognitive radio are provided. The
techniques permit undersampling (eg, sub-Nyquist sampling) the spectrum band, which …

Wideband spectrum sensing technique based on random sampling on grid: Achieving lower sampling rates

BI Ahmad, A Tarczynski - Digital Signal Processing, 2011 - Elsevier
This paper presents a method that deploys nonuniform sampling and appropriates to it a
processing algorithm to monitor the activity of a number of non-overlapping spectral bands …

Sampling schemes and detection algorithms for wideband spectrum sensing

Z Sun, JN Laneman - 2014 IEEE International Symposium on …, 2014 - ieeexplore.ieee.org
This paper establishes a unified model for sub-Nyquist sampling and discusses different
aliasing patterns inherent in sub-Nyquist sampling. Several sub-Nyquist sampling schemes …